The Promise of Intranasal Oxytocin in Treating Borderline Personality Disorder: A Narrative Review by Eleni Giannoulis, Christos Nousis, Lydia-Angeliki Eytaxia, Olga Kaimakami, Ioannis Malogiannis

“…Future research should focus on biomarker-informed, stratified trials that account for trauma history, genetic variation, and sex differences to clarify its therapeutic potential.…”
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Impact of the SAGAL livelihood project on community engagement, economic empowerment, and maternal health service uptake in Galmudug, Somalia by Salad Halane, Mohamed Hussein Muhumed, Mohamed Mustaf Ahmed, Abdiwali Mohamed Ahmed, Jamilu Sani, Rashed Shah, Abdullahi Mohamed Mohamud, Abdullahi Abdulle Farah, Mohamud Isse Yusuf

“…This study underscores the potential of integrating economic empowerment initiatives with health-service delivery to improve maternal health outcomes in fragile contexts.…”
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A Null Space Sensitivity Analysis for Hydrological Data Assimilation with Ensemble Methods by Nick Martin, Jeremy White, Paul Southard

“…A new null space sensitivity analysis for ensemble methods of data assimilation (DA) using observation error models is developed and implemented for an integrated hydrological model. …”
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A Comprehensive Review: Molecular and Genealogical Methods for Preserving the Genetic Diversity of Pigs by Vladimir Margeta, Dubravko Škorput, Ivona Djurkin Kušec, Zlata Kralik, Goran Kušec, Kristina Gvozdanović

“…In addition, molecular methods such as structural variation (SV) analysis and pangenome and epigenomic profiling provide a more comprehensive insight into genetic diversity. …”
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Effects of different warm-up methods on 50-meter breaststroke swimming performance by Hsuan-Yen Lee, Te Chao, Chi-Chieh Hsu, Ning-Wei Chang, Yi-Liang Chen, Yung-Shen Tsai

“…PurposeTo examine the effects of different warm-up methods on 50 m breaststroke performance in both breaststroke specialists and individual medley swimmers.Methods18 swimmers (breaststroke group: 9, individual medley group: 9) who met the qualification standards for the National Intercollegiate Athletic Games participated in this study. …”
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Analysis method combining improved AE algorithm and signal reconstruction in mechanical faults by Zhenhua Niu

“…Traditional diagnostic methods have shortcomings in accuracy and robustness.MethodsTherefore, the study integrates variational autoencoders with long short-term memory network models, enhances them using dropout methods, and proposes a hybrid diagnostic analysis model that combines improved autoencoder algorithms and signal reconstruction.ResultsThe experiment outcomes indicated that under the slow degradation mode of the bearing, the precision, recall, F1 score, and overall accuracy of the improved autoencoder model were 0.931, 0.933, 0.920, and 0.939, respectively, which were better than the pre-modified model. …”
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Advances in AI-based rainfall forecasting: a comprehensive review of past, present, and future directions with intelligent data fusion and climate change models by Farhan Amir Fardush Sham, Ahmed El-Shafie, Wan Zurina Wan Jaafar, Adarsh S, Mohsen Sherif, Ali Najah Ahmed

“…A key feature of the purposed framework is the integration of AI models with climate change simulation output through a fusion process that combines historical climate projections and rainfall data using a hybrid input strategy. …”
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Information Retrieval Method for the Qur’an based on FastText and Latent Semantic Indexing by aziz ramadhan, Fandy Setyo Utomo

“…Key findings include high similarity scores, with 90% of retrieved verses being highly relevant to the user query, an accuracy improvement to 85%, and enhanced handling of synonyms and morphological variations at 88%. Further development is recommended, including parameter optimization, advanced preprocessing techniques, real-time search optimization, integration of contextual embeddings, and multilingual support to improve search performance and accuracy.…”
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Research on velocity measurement and location method based on improved Kalman filter algorithm by Zhao Zhang, Jie Yang, Jusong Jiang

“…Design/methodology/approach – This approach is built upon the Kalman filtering algorithm, using a limited-memory weighted method to derive adaptive factors, while establishing judgment thresholds to constrain the range of their variation. …”
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Research on Rapid Evaluation Methods for Hydrogen Consumption and Driving Range of Fuel Cell Vehicles by Letian Sun, Rongliang Liang, Guozhuo Wang, Shiyu Wu, Ting Guo

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Impedance Characteristic-Based Frequency-Domain Parameter Identification Method for Photovoltaic Controllers by Yujia Tang, Xin Zhou, Yihua Zhu, Junzhen Peng, Chao Luo, Li Zhang, Jinling Qi

“…The effectiveness and superiority of the proposed method have been validated, along with its broad applicability to different intelligent algorithms and its robustness under uncertain conditions such as environmental variations and grid frequency fluctuations.…”
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Fractional order models of viscoelastic polymeric solids undergoing large deformations by Barbora Hálková, Michal Beneš

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Neuroprotection in intrauterine herpesvirus infection by M.V. Khaitovych, R.I. Zhdanovych

“…The obtained data were processed by the methods of variational statistics accepted in medicine, using the Student's t-test for numerical indicators and Fisher's angular transformation for indicators represented by frequencies, with a critical significance level of p<0.05. …”
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Integration of graph neural networks and transcriptomics analysis identify key pathways and gene signature for immunotherapy response and prognosis of skin melanoma by Maodong Ye, Shuai Ren, Huanjuan Luo, Xiumin Wu, Hongwei Lian, Xiangna Cai, Yingchang Ji

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Integrating life cycle assessment into green infrastructure: a systematic review and meta-analysis of urban sustainability strategies by Negin Bani Khalifi, Dafni Despoina Avgoustaki, Thomas Bartzanas

“…However, the inconsistent use of life cycle assessment (LCA) methods—including variations in impact categories, data collection methods, system boundaries, and functional units—hinders effective policymaking and comparison among projects. …”
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22 Advancing clinical trial reporting and AI integration: Optimizing protocol data extraction using LLMs and regulatory best practices by Ramya Sri Baluguri, Nicholas Anderson

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Modeling and Comparison of the Modified Ludzack–Ettinger Process with Septic Tank Integration for Wastewater Treatment in Small Communities Using GPS-X by Mitra Hosseini, Saba Majidi

“…The current study aims to modeling and comparison of the Modified Ludzack–Ettinger (MLE) process with septic tank (SEP) integration for wastewater treatment in small communities using GPS-X. …”
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The role of Top management team behavioral integration on organizational vitality by mediating dynamic capabilities/ Analytical survey research in the Ministry of Health by Teacher Dr. Mustafa AbdulAbbas Assad *

“…The study utilized a questionnaire as a data collection tool, with data analyzed using statistical packages (SPSS, Amos V.23) and employing various statistical methods including Cronbach's alpha, confirmatory factor analysis, mean, standard deviation, coefficient of variation, Pearson correlation, simple regression, direct and indirect effect tests, and the Sobel test. …”
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Integrate long short-term memory networks and support vector machine for Wi-Fi indoor intrusion detection by Wang Changhao, Zhang Yixiang, Zhang Qiang, Hao Jiayao

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Computational Tool for Curve Smoothing Methods Analysis and Surface Plasmon Resonance Biosensor Characterization by Mariana Rodrigues Villarim, Andréa Willa Rodrigues Villarim, Mario Gazziro, Marco Roberto Cavallari, Diomadson Rodrigues Belfort, Oswaldo Hideo Ando Junior

“…The tool enables the importation of experimental data, application of different smoothing methods, and integration of traditional and hybrid approaches to enhance accuracy in determining the resonance angle. …”
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